Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4104 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 709.6 KiB |
| Average record size in memory | 177.1 B |
Variable types
| Numeric | 22 |
|---|---|
| Categorical | 1 |
motor_UPDRS is highly correlated with total_UPDRS | High correlation |
total_UPDRS is highly correlated with motor_UPDRS | High correlation |
Jitter(%) is highly correlated with Jitter(Abs) and 13 other fields | High correlation |
Jitter(Abs) is highly correlated with Jitter(%) and 13 other fields | High correlation |
Jitter:RAP is highly correlated with Jitter(%) and 12 other fields | High correlation |
Jitter:PPQ5 is highly correlated with Jitter(%) and 13 other fields | High correlation |
Jitter:DDP is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer(dB) is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ3 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ5 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ11 is highly correlated with Jitter(%) and 13 other fields | High correlation |
Shimmer:DDA is highly correlated with Jitter(%) and 12 other fields | High correlation |
NHR is highly correlated with Jitter(%) and 13 other fields | High correlation |
HNR is highly correlated with Jitter(%) and 13 other fields | High correlation |
RPDE is highly correlated with Jitter(%) and 6 other fields | High correlation |
PPE is highly correlated with Jitter(%) and 13 other fields | High correlation |
motor_UPDRS is highly correlated with total_UPDRS | High correlation |
total_UPDRS is highly correlated with motor_UPDRS | High correlation |
Jitter(%) is highly correlated with Jitter(Abs) and 12 other fields | High correlation |
Jitter(Abs) is highly correlated with Jitter(%) and 13 other fields | High correlation |
Jitter:RAP is highly correlated with Jitter(%) and 12 other fields | High correlation |
Jitter:PPQ5 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Jitter:DDP is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer(dB) is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ3 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ5 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:APQ11 is highly correlated with Jitter(%) and 12 other fields | High correlation |
Shimmer:DDA is highly correlated with Jitter(%) and 12 other fields | High correlation |
NHR is highly correlated with Jitter(%) and 12 other fields | High correlation |
HNR is highly correlated with Jitter(%) and 13 other fields | High correlation |
RPDE is highly correlated with Jitter(Abs) and 2 other fields | High correlation |
PPE is highly correlated with Jitter(%) and 13 other fields | High correlation |
motor_UPDRS is highly correlated with total_UPDRS | High correlation |
total_UPDRS is highly correlated with motor_UPDRS | High correlation |
Jitter(%) is highly correlated with Jitter(Abs) and 6 other fields | High correlation |
Jitter(Abs) is highly correlated with Jitter(%) and 6 other fields | High correlation |
Jitter:RAP is highly correlated with Jitter(%) and 6 other fields | High correlation |
Jitter:PPQ5 is highly correlated with Jitter(%) and 8 other fields | High correlation |
Jitter:DDP is highly correlated with Jitter(%) and 6 other fields | High correlation |
Shimmer is highly correlated with Jitter:PPQ5 and 6 other fields | High correlation |
Shimmer(dB) is highly correlated with Jitter:PPQ5 and 7 other fields | High correlation |
Shimmer:APQ3 is highly correlated with Shimmer and 5 other fields | High correlation |
Shimmer:APQ5 is highly correlated with Shimmer and 5 other fields | High correlation |
Shimmer:APQ11 is highly correlated with Shimmer and 5 other fields | High correlation |
Shimmer:DDA is highly correlated with Shimmer and 5 other fields | High correlation |
NHR is highly correlated with Jitter(%) and 7 other fields | High correlation |
HNR is highly correlated with Jitter(%) and 12 other fields | High correlation |
PPE is highly correlated with Jitter(%) and 6 other fields | High correlation |
df_index is highly correlated with subject# and 6 other fields | High correlation |
subject# is highly correlated with df_index and 6 other fields | High correlation |
age is highly correlated with df_index and 3 other fields | High correlation |
sex is highly correlated with df_index and 1 other fields | High correlation |
motor_UPDRS is highly correlated with df_index and 3 other fields | High correlation |
total_UPDRS is highly correlated with df_index and 3 other fields | High correlation |
Jitter(%) is highly correlated with Jitter(Abs) and 13 other fields | High correlation |
Jitter(Abs) is highly correlated with Jitter(%) and 12 other fields | High correlation |
Jitter:RAP is highly correlated with Jitter(%) and 14 other fields | High correlation |
Jitter:PPQ5 is highly correlated with Jitter(%) and 13 other fields | High correlation |
Jitter:DDP is highly correlated with Jitter(%) and 14 other fields | High correlation |
Shimmer is highly correlated with Jitter(%) and 13 other fields | High correlation |
Shimmer(dB) is highly correlated with Jitter(%) and 13 other fields | High correlation |
Shimmer:APQ3 is highly correlated with Jitter(%) and 11 other fields | High correlation |
Shimmer:APQ5 is highly correlated with Jitter(%) and 13 other fields | High correlation |
Shimmer:APQ11 is highly correlated with Jitter(%) and 11 other fields | High correlation |
Shimmer:DDA is highly correlated with Jitter(%) and 11 other fields | High correlation |
NHR is highly correlated with Jitter(%) and 13 other fields | High correlation |
HNR is highly correlated with df_index and 15 other fields | High correlation |
RPDE is highly correlated with Jitter(Abs) and 8 other fields | High correlation |
DFA is highly correlated with df_index and 6 other fields | High correlation |
PPE is highly correlated with Jitter(%) and 12 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2022-05-10 17:12:28.346312 |
|---|---|
| Analysis finished | 2022-05-10 17:13:40.422482 |
| Duration | 1 minute and 12.08 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 4104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2952.019737 |
| Minimum | 0 |
|---|---|
| Maximum | 5874 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 323.45 |
| Q1 | 1505.25 |
| median | 2958.5 |
| Q3 | 4402.75 |
| 95-th percentile | 5569.85 |
| Maximum | 5874 |
| Range | 5874 |
| Interquartile range (IQR) | 2897.5 |
Descriptive statistics
| Standard deviation | 1681.704785 |
|---|---|
| Coefficient of variation (CV) | 0.569679384 |
| Kurtosis | -1.189026929 |
| Mean | 2952.019737 |
| Median Absolute Deviation (MAD) | 1449 |
| Skewness | -0.003981580914 |
| Sum | 12115089 |
| Variance | 2828130.984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 4547 | 1 | < 0.1% |
| 4735 | 1 | < 0.1% |
| 637 | 1 | < 0.1% |
| 2684 | 1 | < 0.1% |
| 4731 | 1 | < 0.1% |
| 2680 | 1 | < 0.1% |
| 4727 | 1 | < 0.1% |
| 629 | 1 | < 0.1% |
| 2676 | 1 | < 0.1% |
| Other values (4094) | 4094 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 5874 | 1 | |
| 5873 | 1 | |
| 5872 | 1 | |
| 5868 | 1 | |
| 5866 | 1 | |
| 5863 | 1 | |
| 5861 | 1 | |
| 5860 | 1 | |
| 5858 | 1 | |
| 5856 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.59844055 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 11 |
| median | 22 |
| Q3 | 33 |
| 95-th percentile | 41 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 12.27190358 |
|---|---|
| Coefficient of variation (CV) | 0.5681847052 |
| Kurtosis | -1.238306555 |
| Mean | 21.59844055 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.001227455083 |
| Sum | 88640 |
| Variance | 150.5996174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 116 | 2.8% |
| 24 | 116 | 2.8% |
| 7 | 116 | 2.8% |
| 35 | 116 | 2.8% |
| 29 | 115 | 2.8% |
| 38 | 115 | 2.8% |
| 5 | 108 | 2.6% |
| 9 | 108 | 2.6% |
| 34 | 107 | 2.6% |
| 10 | 105 | 2.6% |
| Other values (32) | 2982 |
| Value | Count | Frequency (%) |
| 1 | 95 | |
| 2 | 93 | |
| 3 | 95 | |
| 4 | 96 | |
| 5 | 108 | |
| 6 | 102 | |
| 7 | 116 | |
| 8 | 105 | |
| 9 | 108 | |
| 10 | 105 |
| Value | Count | Frequency (%) |
| 42 | 97 | |
| 41 | 116 | |
| 40 | 96 | |
| 39 | 102 | |
| 38 | 115 | |
| 37 | 102 | |
| 36 | 87 | |
| 35 | 116 | |
| 34 | 107 | |
| 33 | 91 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.78411306 |
| Minimum | 36 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 58 |
| median | 65 |
| Q3 | 72 |
| 95-th percentile | 78 |
| Maximum | 85 |
| Range | 49 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.822714632 |
|---|---|
| Coefficient of variation (CV) | 0.1361863922 |
| Kurtosis | 0.6712772643 |
| Mean | 64.78411306 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.3962654495 |
| Sum | 265874 |
| Variance | 77.84029349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 296 | 7.2% |
| 65 | 292 | 7.1% |
| 58 | 290 | 7.1% |
| 73 | 269 | 6.6% |
| 57 | 262 | 6.4% |
| 68 | 224 | 5.5% |
| 72 | 211 | 5.1% |
| 67 | 207 | 5.0% |
| 59 | 206 | 5.0% |
| 75 | 201 | 4.9% |
| Other values (13) | 1646 |
| Value | Count | Frequency (%) |
| 36 | 71 | 1.7% |
| 49 | 186 | |
| 55 | 188 | |
| 56 | 102 | 2.5% |
| 57 | 262 | |
| 58 | 290 | |
| 59 | 206 | |
| 60 | 116 | 2.8% |
| 61 | 97 | 2.4% |
| 62 | 163 |
| Value | Count | Frequency (%) |
| 85 | 96 | 2.3% |
| 78 | 115 | |
| 76 | 96 | 2.3% |
| 75 | 201 | |
| 74 | 198 | |
| 73 | 269 | |
| 72 | 211 | |
| 71 | 116 | |
| 68 | 224 | |
| 67 | 207 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2791 | |
| 1 | 1313 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 2791 | |
| 1 | 1313 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
test_time
Real number (ℝ≥0)
| Distinct | 2089 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.85115277 |
| Minimum | 0.39653 |
|---|---|
| Maximum | 215.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.39653 |
|---|---|
| 5-th percentile | 13.306 |
| Q1 | 47.36275 |
| median | 91.397 |
| Q3 | 137.83 |
| 95-th percentile | 175.46 |
| Maximum | 215.49 |
| Range | 215.09347 |
| Interquartile range (IQR) | 90.46725 |
Descriptive statistics
| Standard deviation | 53.07275794 |
|---|---|
| Coefficient of variation (CV) | 0.5715896503 |
| Kurtosis | -1.123403441 |
| Mean | 92.85115277 |
| Median Absolute Deviation (MAD) | 45.403 |
| Skewness | 0.1023613355 |
| Sum | 381061.131 |
| Variance | 2816.717636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 126.26 | 11 | 0.3% |
| 147.34 | 10 | 0.2% |
| 119.34 | 9 | 0.2% |
| 132.41 | 8 | 0.2% |
| 168.39 | 8 | 0.2% |
| 136.8 | 8 | 0.2% |
| 123.83 | 8 | 0.2% |
| 105.4 | 8 | 0.2% |
| 158.8 | 8 | 0.2% |
| 119.35 | 7 | 0.2% |
| Other values (2079) | 4019 |
| Value | Count | Frequency (%) |
| 0.39653 | 1 | |
| 0.39861 | 2 | |
| 0.39931 | 1 | |
| 0.49861 | 2 | |
| 0.49931 | 1 | |
| 0.50139 | 1 | |
| 2.4861 | 1 | |
| 2.4868 | 2 | |
| 2.4889 | 1 | |
| 2.4896 | 1 |
| Value | Count | Frequency (%) |
| 215.49 | 5 | |
| 212.39 | 4 | |
| 208.53 | 6 | |
| 204.4 | 6 | |
| 202.43 | 6 | |
| 202.3 | 4 | |
| 201.53 | 4 | |
| 198.36 | 5 | |
| 196.36 | 5 | |
| 195.79 | 5 |
| Distinct | 1046 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.2342039 |
| Minimum | 5.0377 |
|---|---|
| Maximum | 39.511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 5.0377 |
|---|---|
| 5-th percentile | 8.4496 |
| Q1 | 14.89 |
| median | 20.652 |
| Q3 | 27.54825 |
| 95-th percentile | 34.985 |
| Maximum | 39.511 |
| Range | 34.4733 |
| Interquartile range (IQR) | 12.65825 |
Descriptive statistics
| Standard deviation | 8.107803117 |
|---|---|
| Coefficient of variation (CV) | 0.381827506 |
| Kurtosis | -0.936941548 |
| Mean | 21.2342039 |
| Median Absolute Deviation (MAD) | 6.342 |
| Skewness | 0.07658536082 |
| Sum | 87145.1728 |
| Variance | 65.73647138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 99 | 2.4% |
| 12 | 89 | 2.2% |
| 31 | 61 | 1.5% |
| 18 | 58 | 1.4% |
| 17 | 52 | 1.3% |
| 6 | 51 | 1.2% |
| 31.776 | 10 | 0.2% |
| 23.447 | 10 | 0.2% |
| 33.643 | 9 | 0.2% |
| 23.541 | 9 | 0.2% |
| Other values (1036) | 3656 |
| Value | Count | Frequency (%) |
| 5.0377 | 2 | < 0.1% |
| 5.0378 | 2 | < 0.1% |
| 5.1375 | 2 | < 0.1% |
| 5.1376 | 2 | < 0.1% |
| 5.437 | 1 | < 0.1% |
| 5.4371 | 3 | |
| 5.5373 | 6 | |
| 5.6372 | 5 | |
| 5.7377 | 2 | < 0.1% |
| 5.8371 | 5 |
| Value | Count | Frequency (%) |
| 39.511 | 3 | |
| 37.957 | 4 | |
| 37.664 | 4 | |
| 37.659 | 2 | < 0.1% |
| 37.658 | 3 | |
| 37.364 | 5 | |
| 37.298 | 2 | < 0.1% |
| 37.297 | 2 | < 0.1% |
| 37.282 | 2 | < 0.1% |
| 37.281 | 2 | < 0.1% |
| Distinct | 1093 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.9466251 |
| Minimum | 7 |
|---|---|
| Maximum | 54.992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 12.319 |
| Q1 | 21.343 |
| median | 27.486 |
| Q3 | 36.399 |
| 95-th percentile | 47.0667 |
| Maximum | 54.992 |
| Range | 47.992 |
| Interquartile range (IQR) | 15.056 |
Descriptive statistics
| Standard deviation | 10.65694893 |
|---|---|
| Coefficient of variation (CV) | 0.3681585985 |
| Kurtosis | -0.3356411854 |
| Mean | 28.9466251 |
| Median Absolute Deviation (MAD) | 7.3 |
| Skewness | 0.2668601491 |
| Sum | 118796.9494 |
| Variance | 113.5705605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 73 | 1.8% |
| 19 | 50 | 1.2% |
| 7 | 39 | 1.0% |
| 26.477 | 10 | 0.2% |
| 40.61 | 10 | 0.2% |
| 27.486 | 9 | 0.2% |
| 26.618 | 9 | 0.2% |
| 26.218 | 9 | 0.2% |
| 35.992 | 8 | 0.2% |
| 34.044 | 8 | 0.2% |
| Other values (1083) | 3879 |
| Value | Count | Frequency (%) |
| 7 | 39 | |
| 7.0881 | 1 | < 0.1% |
| 7.0882 | 1 | < 0.1% |
| 7.0883 | 1 | < 0.1% |
| 7.0982 | 6 | 0.1% |
| 7.1698 | 1 | < 0.1% |
| 7.1699 | 4 | 0.1% |
| 7.2409 | 1 | < 0.1% |
| 7.241 | 3 | 0.1% |
| 7.3119 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 54.992 | 4 | |
| 54.948 | 4 | |
| 54.868 | 4 | |
| 54.789 | 5 | |
| 54.727 | 5 | |
| 54.709 | 4 | |
| 54.63 | 3 | |
| 54.613 | 3 | |
| 54.556 | 6 | |
| 54.55 | 2 | < 0.1% |
| Distinct | 1155 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006153625731 |
| Minimum | 0.00084 |
|---|---|
| Maximum | 0.09999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00084 |
|---|---|
| 5-th percentile | 0.0023115 |
| Q1 | 0.00357 |
| median | 0.00493 |
| Q3 | 0.00681 |
| 95-th percentile | 0.0134655 |
| Maximum | 0.09999 |
| Range | 0.09915 |
| Interquartile range (IQR) | 0.00324 |
Descriptive statistics
| Standard deviation | 0.005642107799 |
|---|---|
| Coefficient of variation (CV) | 0.9168753586 |
| Kurtosis | 80.09606184 |
| Mean | 0.006153625731 |
| Median Absolute Deviation (MAD) | 0.00154 |
| Skewness | 6.983398662 |
| Sum | 25.25448 |
| Variance | 3.183338042 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00409 | 17 | 0.4% |
| 0.00349 | 15 | 0.4% |
| 0.00358 | 14 | 0.3% |
| 0.0032 | 14 | 0.3% |
| 0.00429 | 13 | 0.3% |
| 0.00432 | 13 | 0.3% |
| 0.00373 | 13 | 0.3% |
| 0.00465 | 13 | 0.3% |
| 0.00482 | 13 | 0.3% |
| 0.00419 | 13 | 0.3% |
| Other values (1145) | 3966 |
| Value | Count | Frequency (%) |
| 0.00084 | 1 | |
| 0.00085 | 1 | |
| 0.0009 | 1 | |
| 0.00106 | 1 | |
| 0.00109 | 1 | |
| 0.0012 | 1 | |
| 0.00121 | 1 | |
| 0.00127 | 1 | |
| 0.00131 | 1 | |
| 0.00133 | 2 |
| Value | Count | Frequency (%) |
| 0.09999 | 1 | |
| 0.09962 | 1 | |
| 0.08929 | 1 | |
| 0.08589 | 1 | |
| 0.08034 | 1 | |
| 0.06714 | 1 | |
| 0.05893 | 1 | |
| 0.05157 | 1 | |
| 0.04918 | 1 | |
| 0.04767 | 1 |
| Distinct | 3152 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.410895224 × 10-5 |
| Minimum | 2.25 × 10-6 |
|---|---|
| Maximum | 0.0003957 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 2.25 × 10-6 |
|---|---|
| 5-th percentile | 1.19315 × 10-5 |
| Q1 | 2.2275 × 10-5 |
| median | 3.485 × 10-5 |
| Q3 | 5.39875 × 10-5 |
| 95-th percentile | 0.000107995 |
| Maximum | 0.0003957 |
| Range | 0.00039345 |
| Interquartile range (IQR) | 3.17125 × 10-5 |
Descriptive statistics
| Standard deviation | 3.530223909 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 0.8003418195 |
| Kurtosis | 14.66720577 |
| Mean | 4.410895224 × 10-5 |
| Median Absolute Deviation (MAD) | 1.462 × 10-5 |
| Skewness | 2.978668016 |
| Sum | 0.18102314 |
| Variance | 1.246248085 × 10-9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.351 × 10-5 | 6 | 0.1% |
| 3.101 × 10-5 | 6 | 0.1% |
| 2.095 × 10-5 | 6 | 0.1% |
| 2.657 × 10-5 | 5 | 0.1% |
| 1.744 × 10-5 | 5 | 0.1% |
| 3.032 × 10-5 | 5 | 0.1% |
| 2.373 × 10-5 | 5 | 0.1% |
| 4.169 × 10-5 | 4 | 0.1% |
| 2.027 × 10-5 | 4 | 0.1% |
| 2.055 × 10-5 | 4 | 0.1% |
| Other values (3142) | 4054 |
| Value | Count | Frequency (%) |
| 2.25 × 10-6 | 1 | |
| 3.61 × 10-6 | 1 | |
| 3.78 × 10-6 | 1 | |
| 3.79 × 10-6 | 1 | |
| 3.94 × 10-6 | 1 | |
| 4.01 × 10-6 | 1 | |
| 4.34 × 10-6 | 1 | |
| 4.54 × 10-6 | 1 | |
| 5.41 × 10-6 | 1 | |
| 5.44 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 0.0003957 | 1 | |
| 0.00039089 | 1 | |
| 0.00033771 | 1 | |
| 0.00032197 | 1 | |
| 0.00030553 | 1 | |
| 0.00029007 | 1 | |
| 0.00028648 | 1 | |
| 0.00028463 | 1 | |
| 0.00027697 | 1 | |
| 0.00025986 | 1 |
| Distinct | 756 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002988209064 |
| Minimum | 0.00033 |
|---|---|
| Maximum | 0.05754 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00033 |
|---|---|
| 5-th percentile | 0.00098 |
| Q1 | 0.00157 |
| median | 0.00226 |
| Q3 | 0.00331 |
| 95-th percentile | 0.00706 |
| Maximum | 0.05754 |
| Range | 0.05721 |
| Interquartile range (IQR) | 0.00174 |
Descriptive statistics
| Standard deviation | 0.003136258653 |
|---|---|
| Coefficient of variation (CV) | 1.049544588 |
| Kurtosis | 92.07217074 |
| Mean | 0.002988209064 |
| Median Absolute Deviation (MAD) | 0.00079 |
| Skewness | 7.492634115 |
| Sum | 12.26361 |
| Variance | 9.836118337 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00193 | 28 | 0.7% |
| 0.00119 | 28 | 0.7% |
| 0.00208 | 23 | 0.6% |
| 0.00169 | 23 | 0.6% |
| 0.00149 | 22 | 0.5% |
| 0.00258 | 21 | 0.5% |
| 0.00124 | 21 | 0.5% |
| 0.0012 | 21 | 0.5% |
| 0.00201 | 20 | 0.5% |
| 0.00176 | 20 | 0.5% |
| Other values (746) | 3877 |
| Value | Count | Frequency (%) |
| 0.00033 | 1 | |
| 0.0004 | 2 | |
| 0.00042 | 1 | |
| 0.00043 | 1 | |
| 0.00046 | 1 | |
| 0.00048 | 1 | |
| 0.00049 | 1 | |
| 0.00052 | 2 | |
| 0.00053 | 1 | |
| 0.00055 | 1 |
| Value | Count | Frequency (%) |
| 0.05754 | 1 | |
| 0.05451 | 1 | |
| 0.05435 | 1 | |
| 0.04961 | 1 | |
| 0.04522 | 1 | |
| 0.03979 | 1 | |
| 0.02977 | 1 | |
| 0.02941 | 1 | |
| 0.028 | 1 | |
| 0.02599 | 1 |
| Distinct | 743 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003278745127 |
| Minimum | 0.00045 |
|---|---|
| Maximum | 0.06956 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00045 |
|---|---|
| 5-th percentile | 0.00117 |
| Q1 | 0.00182 |
| median | 0.00249 |
| Q3 | 0.00349 |
| 95-th percentile | 0.0069585 |
| Maximum | 0.06956 |
| Range | 0.06911 |
| Interquartile range (IQR) | 0.00167 |
Descriptive statistics
| Standard deviation | 0.003743512098 |
|---|---|
| Coefficient of variation (CV) | 1.141751479 |
| Kurtosis | 93.39218428 |
| Mean | 0.003278745127 |
| Median Absolute Deviation (MAD) | 0.0008 |
| Skewness | 8.074229772 |
| Sum | 13.45597 |
| Variance | 1.401388283 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00167 | 23 | 0.6% |
| 0.00253 | 22 | 0.5% |
| 0.00216 | 22 | 0.5% |
| 0.0022 | 22 | 0.5% |
| 0.00191 | 22 | 0.5% |
| 0.00185 | 22 | 0.5% |
| 0.00175 | 22 | 0.5% |
| 0.00214 | 21 | 0.5% |
| 0.0024 | 21 | 0.5% |
| 0.00194 | 21 | 0.5% |
| Other values (733) | 3886 |
| Value | Count | Frequency (%) |
| 0.00045 | 2 | |
| 0.00052 | 2 | |
| 0.00056 | 1 | < 0.1% |
| 0.00058 | 1 | < 0.1% |
| 0.00063 | 3 | |
| 0.00064 | 4 | |
| 0.00065 | 1 | < 0.1% |
| 0.00068 | 1 | < 0.1% |
| 0.00069 | 2 | |
| 0.0007 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.06956 | 1 | |
| 0.06084 | 1 | |
| 0.05724 | 1 | |
| 0.05689 | 1 | |
| 0.05513 | 1 | |
| 0.04917 | 1 | |
| 0.04341 | 1 | |
| 0.03993 | 1 | |
| 0.03657 | 1 | |
| 0.03556 | 1 |
| Distinct | 1502 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008964812378 |
| Minimum | 0.00098 |
|---|---|
| Maximum | 0.17263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00098 |
|---|---|
| 5-th percentile | 0.00295 |
| Q1 | 0.00472 |
| median | 0.00678 |
| Q3 | 0.00992 |
| 95-th percentile | 0.0211785 |
| Maximum | 0.17263 |
| Range | 0.17165 |
| Interquartile range (IQR) | 0.0052 |
Descriptive statistics
| Standard deviation | 0.009408756598 |
|---|---|
| Coefficient of variation (CV) | 1.049520749 |
| Kurtosis | 92.06985648 |
| Mean | 0.008964812378 |
| Median Absolute Deviation (MAD) | 0.00238 |
| Skewness | 7.492504207 |
| Sum | 36.79159 |
| Variance | 8.852470072 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00578 | 14 | 0.3% |
| 0.00358 | 12 | 0.3% |
| 0.00508 | 12 | 0.3% |
| 0.00356 | 11 | 0.3% |
| 0.00667 | 11 | 0.3% |
| 0.00499 | 11 | 0.3% |
| 0.0058 | 11 | 0.3% |
| 0.0059 | 11 | 0.3% |
| 0.00625 | 11 | 0.3% |
| 0.00442 | 10 | 0.2% |
| Other values (1492) | 3990 |
| Value | Count | Frequency (%) |
| 0.00098 | 1 | |
| 0.00121 | 2 | |
| 0.00125 | 1 | |
| 0.00128 | 1 | |
| 0.00138 | 1 | |
| 0.00143 | 1 | |
| 0.00147 | 1 | |
| 0.00156 | 2 | |
| 0.00158 | 1 | |
| 0.00164 | 1 |
| Value | Count | Frequency (%) |
| 0.17263 | 1 | |
| 0.16352 | 1 | |
| 0.16304 | 1 | |
| 0.14883 | 1 | |
| 0.13567 | 1 | |
| 0.11937 | 1 | |
| 0.08932 | 1 | |
| 0.08822 | 1 | |
| 0.08399 | 1 | |
| 0.07796 | 1 |
| Distinct | 2845 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03403431774 |
| Minimum | 0.00306 |
|---|---|
| Maximum | 0.23915 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00306 |
|---|---|
| 5-th percentile | 0.0120015 |
| Q1 | 0.01913 |
| median | 0.02743 |
| Q3 | 0.03987 |
| 95-th percentile | 0.0742415 |
| Maximum | 0.23915 |
| Range | 0.23609 |
| Interquartile range (IQR) | 0.02074 |
Descriptive statistics
| Standard deviation | 0.02577599947 |
|---|---|
| Coefficient of variation (CV) | 0.7573532005 |
| Kurtosis | 14.56641167 |
| Mean | 0.03403431774 |
| Median Absolute Deviation (MAD) | 0.00959 |
| Skewness | 3.25456515 |
| Sum | 139.67684 |
| Variance | 0.0006644021485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01807 | 6 | 0.1% |
| 0.01784 | 6 | 0.1% |
| 0.01972 | 6 | 0.1% |
| 0.02625 | 5 | 0.1% |
| 0.01519 | 5 | 0.1% |
| 0.01453 | 5 | 0.1% |
| 0.01682 | 5 | 0.1% |
| 0.02837 | 5 | 0.1% |
| 0.02454 | 5 | 0.1% |
| 0.01502 | 5 | 0.1% |
| Other values (2835) | 4051 |
| Value | Count | Frequency (%) |
| 0.00306 | 1 | |
| 0.00344 | 1 | |
| 0.00379 | 1 | |
| 0.00406 | 1 | |
| 0.00455 | 1 | |
| 0.00483 | 1 | |
| 0.00494 | 1 | |
| 0.00504 | 1 | |
| 0.00516 | 1 | |
| 0.00549 | 1 |
| Value | Count | Frequency (%) |
| 0.23915 | 1 | |
| 0.22691 | 1 | |
| 0.22221 | 1 | |
| 0.21805 | 1 | |
| 0.21362 | 1 | |
| 0.20406 | 1 | |
| 0.20175 | 1 | |
| 0.20126 | 1 | |
| 0.19774 | 1 | |
| 0.19582 | 1 |
| Distinct | 770 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3109373782 |
| Minimum | 0.026 |
|---|---|
| Maximum | 1.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.026 |
|---|---|
| 5-th percentile | 0.11015 |
| Q1 | 0.175 |
| median | 0.253 |
| Q3 | 0.36625 |
| 95-th percentile | 0.672 |
| Maximum | 1.97 |
| Range | 1.944 |
| Interquartile range (IQR) | 0.19125 |
Descriptive statistics
| Standard deviation | 0.2297642111 |
|---|---|
| Coefficient of variation (CV) | 0.738940466 |
| Kurtosis | 12.704622 |
| Mean | 0.3109373782 |
| Median Absolute Deviation (MAD) | 0.089 |
| Skewness | 3.055599958 |
| Sum | 1276.087 |
| Variance | 0.05279159271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.164 | 25 | 0.6% |
| 0.178 | 22 | 0.5% |
| 0.208 | 22 | 0.5% |
| 0.201 | 21 | 0.5% |
| 0.17 | 21 | 0.5% |
| 0.206 | 20 | 0.5% |
| 0.16 | 19 | 0.5% |
| 0.172 | 19 | 0.5% |
| 0.142 | 19 | 0.5% |
| 0.222 | 19 | 0.5% |
| Other values (760) | 3897 |
| Value | Count | Frequency (%) |
| 0.026 | 1 | |
| 0.03 | 1 | |
| 0.034 | 1 | |
| 0.035 | 1 | |
| 0.041 | 1 | |
| 0.045 | 1 | |
| 0.047 | 1 | |
| 0.049 | 1 | |
| 0.05 | 1 | |
| 0.051 | 1 |
| Value | Count | Frequency (%) |
| 1.97 | 1 | |
| 1.937 | 1 | |
| 1.872 | 1 | |
| 1.845 | 1 | |
| 1.828 | 1 | |
| 1.798 | 1 | |
| 1.752 | 1 | |
| 1.722 | 1 | |
| 1.716 | 1 | |
| 1.71 | 1 |
| Distinct | 2238 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01715053606 |
| Minimum | 0.00161 |
|---|---|
| Maximum | 0.16267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00161 |
|---|---|
| 5-th percentile | 0.0054 |
| Q1 | 0.0092675 |
| median | 0.0137 |
| Q3 | 0.02061 |
| 95-th percentile | 0.0392465 |
| Maximum | 0.16267 |
| Range | 0.16106 |
| Interquartile range (IQR) | 0.0113425 |
Descriptive statistics
| Standard deviation | 0.01322787125 |
|---|---|
| Coefficient of variation (CV) | 0.7712803377 |
| Kurtosis | 15.34006771 |
| Mean | 0.01715053606 |
| Median Absolute Deviation (MAD) | 0.00519 |
| Skewness | 3.121533445 |
| Sum | 70.3858 |
| Variance | 0.0001749765777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.011 | 10 | 0.2% |
| 0.01229 | 8 | 0.2% |
| 0.00797 | 8 | 0.2% |
| 0.01109 | 7 | 0.2% |
| 0.01064 | 7 | 0.2% |
| 0.00863 | 7 | 0.2% |
| 0.00817 | 6 | 0.1% |
| 0.01761 | 6 | 0.1% |
| 0.00969 | 6 | 0.1% |
| 0.01047 | 6 | 0.1% |
| Other values (2228) | 4033 |
| Value | Count | Frequency (%) |
| 0.00161 | 1 | |
| 0.00172 | 1 | |
| 0.00178 | 1 | |
| 0.00185 | 1 | |
| 0.00193 | 1 | |
| 0.00205 | 1 | |
| 0.00211 | 1 | |
| 0.00214 | 1 | |
| 0.00217 | 1 | |
| 0.00221 | 1 |
| Value | Count | Frequency (%) |
| 0.16267 | 1 | |
| 0.14428 | 1 | |
| 0.10705 | 1 | |
| 0.10574 | 1 | |
| 0.10295 | 1 | |
| 0.10291 | 1 | |
| 0.10098 | 1 | |
| 0.10051 | 1 | |
| 0.10031 | 1 | |
| 0.0983 | 1 |
| Distinct | 2390 |
|---|---|
| Distinct (%) | 58.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02010267057 |
| Minimum | 0.00194 |
|---|---|
| Maximum | 0.16702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00194 |
|---|---|
| 5-th percentile | 0.0065215 |
| Q1 | 0.01078 |
| median | 0.015895 |
| Q3 | 0.02381 |
| 95-th percentile | 0.0448955 |
| Maximum | 0.16702 |
| Range | 0.16508 |
| Interquartile range (IQR) | 0.01303 |
Descriptive statistics
| Standard deviation | 0.01646299921 |
|---|---|
| Coefficient of variation (CV) | 0.8189458788 |
| Kurtosis | 18.70243678 |
| Mean | 0.02010267057 |
| Median Absolute Deviation (MAD) | 0.005965 |
| Skewness | 3.627209753 |
| Sum | 82.50136 |
| Variance | 0.0002710303431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01214 | 8 | 0.2% |
| 0.01452 | 7 | 0.2% |
| 0.0154 | 7 | 0.2% |
| 0.01175 | 7 | 0.2% |
| 0.0111 | 7 | 0.2% |
| 0.01462 | 6 | 0.1% |
| 0.01977 | 6 | 0.1% |
| 0.00945 | 6 | 0.1% |
| 0.00962 | 6 | 0.1% |
| 0.0085 | 6 | 0.1% |
| Other values (2380) | 4038 |
| Value | Count | Frequency (%) |
| 0.00194 | 1 | |
| 0.00205 | 1 | |
| 0.00222 | 1 | |
| 0.00233 | 1 | |
| 0.00235 | 1 | |
| 0.00238 | 1 | |
| 0.00253 | 1 | |
| 0.00258 | 1 | |
| 0.00265 | 1 | |
| 0.00266 | 1 |
| Value | Count | Frequency (%) |
| 0.16702 | 1 | |
| 0.16246 | 1 | |
| 0.15279 | 1 | |
| 0.15212 | 1 | |
| 0.1517 | 1 | |
| 0.14779 | 1 | |
| 0.14281 | 1 | |
| 0.13833 | 1 | |
| 0.13302 | 1 | |
| 0.13274 | 1 |
| Distinct | 2669 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02743364522 |
| Minimum | 0.00249 |
|---|---|
| Maximum | 0.27546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00249 |
|---|---|
| 5-th percentile | 0.0094915 |
| Q1 | 0.0156475 |
| median | 0.022525 |
| Q3 | 0.0329325 |
| 95-th percentile | 0.06083 |
| Maximum | 0.27546 |
| Range | 0.27297 |
| Interquartile range (IQR) | 0.017285 |
Descriptive statistics
| Standard deviation | 0.01997780153 |
|---|---|
| Coefficient of variation (CV) | 0.7282226393 |
| Kurtosis | 19.23640334 |
| Mean | 0.02743364522 |
| Median Absolute Deviation (MAD) | 0.008095 |
| Skewness | 3.393241657 |
| Sum | 112.58768 |
| Variance | 0.0003991125541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0156 | 8 | 0.2% |
| 0.0313 | 6 | 0.1% |
| 0.01425 | 6 | 0.1% |
| 0.01181 | 6 | 0.1% |
| 0.02509 | 6 | 0.1% |
| 0.01915 | 5 | 0.1% |
| 0.01111 | 5 | 0.1% |
| 0.01139 | 5 | 0.1% |
| 0.03906 | 5 | 0.1% |
| 0.01749 | 5 | 0.1% |
| Other values (2659) | 4047 |
| Value | Count | Frequency (%) |
| 0.00249 | 1 | |
| 0.00292 | 1 | |
| 0.00299 | 1 | |
| 0.00318 | 1 | |
| 0.0032 | 2 | |
| 0.00346 | 1 | |
| 0.00375 | 1 | |
| 0.00378 | 1 | |
| 0.00386 | 1 | |
| 0.00403 | 1 |
| Value | Count | Frequency (%) |
| 0.27546 | 1 | |
| 0.20585 | 1 | |
| 0.18636 | 1 | |
| 0.17915 | 1 | |
| 0.17668 | 1 | |
| 0.17611 | 1 | |
| 0.17411 | 1 | |
| 0.1686 | 1 | |
| 0.16328 | 1 | |
| 0.16184 | 1 |
| Distinct | 3216 |
|---|---|
| Distinct (%) | 78.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05145137671 |
| Minimum | 0.00484 |
|---|---|
| Maximum | 0.48802 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.00484 |
|---|---|
| 5-th percentile | 0.0162 |
| Q1 | 0.0277925 |
| median | 0.04111 |
| Q3 | 0.0618325 |
| 95-th percentile | 0.1177395 |
| Maximum | 0.48802 |
| Range | 0.48318 |
| Interquartile range (IQR) | 0.03404 |
Descriptive statistics
| Standard deviation | 0.0396837004 |
|---|---|
| Coefficient of variation (CV) | 0.771285492 |
| Kurtosis | 15.34003079 |
| Mean | 0.05145137671 |
| Median Absolute Deviation (MAD) | 0.015575 |
| Skewness | 3.121528744 |
| Sum | 211.15645 |
| Variance | 0.001574796077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02452 | 5 | 0.1% |
| 0.02589 | 5 | 0.1% |
| 0.03299 | 5 | 0.1% |
| 0.03597 | 5 | 0.1% |
| 0.02225 | 4 | 0.1% |
| 0.04115 | 4 | 0.1% |
| 0.026 | 4 | 0.1% |
| 0.02694 | 4 | 0.1% |
| 0.03019 | 4 | 0.1% |
| 0.03664 | 4 | 0.1% |
| Other values (3206) | 4060 |
| Value | Count | Frequency (%) |
| 0.00484 | 1 | |
| 0.00515 | 1 | |
| 0.00533 | 1 | |
| 0.00554 | 1 | |
| 0.0058 | 1 | |
| 0.00616 | 1 | |
| 0.00632 | 1 | |
| 0.00643 | 1 | |
| 0.00651 | 1 | |
| 0.00664 | 1 |
| Value | Count | Frequency (%) |
| 0.48802 | 1 | |
| 0.43283 | 1 | |
| 0.32114 | 1 | |
| 0.31721 | 1 | |
| 0.30884 | 1 | |
| 0.30874 | 1 | |
| 0.30293 | 1 | |
| 0.30154 | 1 | |
| 0.30092 | 1 | |
| 0.29489 | 1 |
| Distinct | 3937 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03191322563 |
| Minimum | 0.000286 |
|---|---|
| Maximum | 0.74826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.000286 |
|---|---|
| 5-th percentile | 0.00411055 |
| Q1 | 0.01091175 |
| median | 0.018577 |
| Q3 | 0.0317965 |
| 95-th percentile | 0.088403 |
| Maximum | 0.74826 |
| Range | 0.747974 |
| Interquartile range (IQR) | 0.02088475 |
Descriptive statistics
| Standard deviation | 0.05776503695 |
|---|---|
| Coefficient of variation (CV) | 1.810065758 |
| Kurtosis | 55.07787487 |
| Mean | 0.03191322563 |
| Median Absolute Deviation (MAD) | 0.0093505 |
| Skewness | 6.632003667 |
| Sum | 130.971878 |
| Variance | 0.003336799494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.012619 | 3 | 0.1% |
| 0.007452 | 3 | 0.1% |
| 0.013965 | 3 | 0.1% |
| 0.004856 | 3 | 0.1% |
| 0.008311 | 3 | 0.1% |
| 0.0155 | 2 | < 0.1% |
| 0.014043 | 2 | < 0.1% |
| 0.016057 | 2 | < 0.1% |
| 0.018117 | 2 | < 0.1% |
| 0.012174 | 2 | < 0.1% |
| Other values (3927) | 4079 |
| Value | Count | Frequency (%) |
| 0.000286 | 1 | |
| 0.000626 | 1 | |
| 0.000627 | 1 | |
| 0.000774 | 1 | |
| 0.000883 | 1 | |
| 0.000993 | 1 | |
| 0.001121 | 1 | |
| 0.001143 | 1 | |
| 0.001167 | 1 | |
| 0.001179 | 1 |
| Value | Count | Frequency (%) |
| 0.74826 | 1 | |
| 0.72405 | 1 | |
| 0.70867 | 1 | |
| 0.70644 | 1 | |
| 0.70463 | 1 | |
| 0.64281 | 1 | |
| 0.60975 | 1 | |
| 0.59134 | 1 | |
| 0.57561 | 1 | |
| 0.55907 | 1 |
| Distinct | 3558 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.66957432 |
| Minimum | 1.659 |
|---|---|
| Maximum | 37.875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 1.659 |
|---|---|
| 5-th percentile | 14.8772 |
| Q1 | 19.349 |
| median | 21.9185 |
| Q3 | 24.5065 |
| 95-th percentile | 28.0282 |
| Maximum | 37.875 |
| Range | 36.216 |
| Interquartile range (IQR) | 5.1575 |
Descriptive statistics
| Standard deviation | 4.30116761 |
|---|---|
| Coefficient of variation (CV) | 0.1984887911 |
| Kurtosis | 2.241763031 |
| Mean | 21.66957432 |
| Median Absolute Deviation (MAD) | 2.5775 |
| Skewness | -0.7670747763 |
| Sum | 88931.933 |
| Variance | 18.50004281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.988 | 5 | 0.1% |
| 21.581 | 5 | 0.1% |
| 22.184 | 4 | 0.1% |
| 25.405 | 4 | 0.1% |
| 20.381 | 4 | 0.1% |
| 22.677 | 4 | 0.1% |
| 17.526 | 4 | 0.1% |
| 21.122 | 3 | 0.1% |
| 19.976 | 3 | 0.1% |
| 22.271 | 3 | 0.1% |
| Other values (3548) | 4065 |
| Value | Count | Frequency (%) |
| 1.659 | 1 | |
| 1.799 | 1 | |
| 1.811 | 1 | |
| 1.853 | 1 | |
| 1.998 | 1 | |
| 2.945 | 1 | |
| 2.964 | 1 | |
| 3.096 | 1 | |
| 3.175 | 1 | |
| 3.295 | 1 |
| Value | Count | Frequency (%) |
| 37.875 | 1 | |
| 36.448 | 1 | |
| 34.836 | 1 | |
| 34.795 | 1 | |
| 34.555 | 1 | |
| 34.457 | 1 | |
| 33.629 | 1 | |
| 33.604 | 1 | |
| 33.068 | 1 | |
| 33.051 | 1 |
| Distinct | 3874 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5421752534 |
| Minimum | 0.20929 |
|---|---|
| Maximum | 0.96608 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.20929 |
|---|---|
| 5-th percentile | 0.376119 |
| Q1 | 0.471225 |
| median | 0.542695 |
| Q3 | 0.6150525 |
| 95-th percentile | 0.702247 |
| Maximum | 0.96608 |
| Range | 0.75679 |
| Interquartile range (IQR) | 0.1438275 |
Descriptive statistics
| Standard deviation | 0.1011614877 |
|---|---|
| Coefficient of variation (CV) | 0.1865844799 |
| Kurtosis | -0.08007469239 |
| Mean | 0.5421752534 |
| Median Absolute Deviation (MAD) | 0.07202 |
| Skewness | -0.03264904762 |
| Sum | 2225.08724 |
| Variance | 0.01023364659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6975 | 3 | 0.1% |
| 0.49907 | 3 | 0.1% |
| 0.56557 | 3 | 0.1% |
| 0.52472 | 3 | 0.1% |
| 0.53101 | 3 | 0.1% |
| 0.499 | 3 | 0.1% |
| 0.53515 | 3 | 0.1% |
| 0.66057 | 3 | 0.1% |
| 0.48907 | 2 | < 0.1% |
| 0.59769 | 2 | < 0.1% |
| Other values (3864) | 4076 |
| Value | Count | Frequency (%) |
| 0.20929 | 1 | |
| 0.21622 | 1 | |
| 0.24663 | 1 | |
| 0.24871 | 1 | |
| 0.24933 | 1 | |
| 0.24934 | 1 | |
| 0.25075 | 1 | |
| 0.25878 | 1 | |
| 0.26589 | 1 | |
| 0.2691 | 1 |
| Value | Count | Frequency (%) |
| 0.96608 | 1 | |
| 0.94792 | 1 | |
| 0.93507 | 1 | |
| 0.92615 | 1 | |
| 0.92236 | 1 | |
| 0.91559 | 1 | |
| 0.86912 | 1 | |
| 0.86563 | 1 | |
| 0.84926 | 1 | |
| 0.83148 | 1 |
| Distinct | 3811 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6541436647 |
| Minimum | 0.51404 |
|---|---|
| Maximum | 0.8656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.51404 |
|---|---|
| 5-th percentile | 0.550929 |
| Q1 | 0.5969275 |
| median | 0.644965 |
| Q3 | 0.71229 |
| 95-th percentile | 0.774777 |
| Maximum | 0.8656 |
| Range | 0.35156 |
| Interquartile range (IQR) | 0.1153625 |
Descriptive statistics
| Standard deviation | 0.07091910321 |
|---|---|
| Coefficient of variation (CV) | 0.1084151801 |
| Kurtosis | -0.8732350656 |
| Mean | 0.6541436647 |
| Median Absolute Deviation (MAD) | 0.056135 |
| Skewness | 0.2824988762 |
| Sum | 2684.6056 |
| Variance | 0.005029519201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.63834 | 3 | 0.1% |
| 0.64845 | 3 | 0.1% |
| 0.71749 | 3 | 0.1% |
| 0.58921 | 3 | 0.1% |
| 0.63871 | 3 | 0.1% |
| 0.5939 | 3 | 0.1% |
| 0.57965 | 3 | 0.1% |
| 0.73743 | 3 | 0.1% |
| 0.72648 | 3 | 0.1% |
| 0.58974 | 3 | 0.1% |
| Other values (3801) | 4074 |
| Value | Count | Frequency (%) |
| 0.51404 | 1 | |
| 0.51468 | 1 | |
| 0.51687 | 1 | |
| 0.51971 | 1 | |
| 0.52092 | 1 | |
| 0.52114 | 1 | |
| 0.52301 | 1 | |
| 0.52334 | 1 | |
| 0.52447 | 1 | |
| 0.52472 | 1 |
| Value | Count | Frequency (%) |
| 0.8656 | 1 | |
| 0.8592 | 1 | |
| 0.84083 | 1 | |
| 0.83627 | 1 | |
| 0.8286 | 1 | |
| 0.82298 | 1 | |
| 0.822 | 1 | |
| 0.82109 | 1 | |
| 0.81901 | 1 | |
| 0.81758 | 1 |
| Distinct | 3484 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2204961908 |
| Minimum | 0.021983 |
|---|---|
| Maximum | 0.73173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.2 KiB |
Quantile statistics
| Minimum | 0.021983 |
|---|---|
| 5-th percentile | 0.09978 |
| Q1 | 0.1548225 |
| median | 0.20618 |
| Q3 | 0.26677 |
| 95-th percentile | 0.3961165 |
| Maximum | 0.73173 |
| Range | 0.709747 |
| Interquartile range (IQR) | 0.1119475 |
Descriptive statistics
| Standard deviation | 0.09267081876 |
|---|---|
| Coefficient of variation (CV) | 0.4202830825 |
| Kurtosis | 1.900643567 |
| Mean | 0.2204961908 |
| Median Absolute Deviation (MAD) | 0.05457 |
| Skewness | 1.081201061 |
| Sum | 904.916367 |
| Variance | 0.008587880649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.086541 | 12 | 0.3% |
| 0.1386 | 9 | 0.2% |
| 0.080358 | 8 | 0.2% |
| 0.13399 | 8 | 0.2% |
| 0.13455 | 8 | 0.2% |
| 0.10312 | 8 | 0.2% |
| 0.10562 | 8 | 0.2% |
| 0.097894 | 7 | 0.2% |
| 0.092377 | 7 | 0.2% |
| 0.13203 | 6 | 0.1% |
| Other values (3474) | 4023 |
| Value | Count | Frequency (%) |
| 0.021983 | 1 | |
| 0.026336 | 1 | |
| 0.02761 | 1 | |
| 0.028277 | 1 | |
| 0.032858 | 1 | |
| 0.033166 | 1 | |
| 0.033362 | 1 | |
| 0.035155 | 1 | |
| 0.037631 | 1 | |
| 0.037803 | 2 |
| Value | Count | Frequency (%) |
| 0.73173 | 1 | |
| 0.73152 | 1 | |
| 0.69056 | 1 | |
| 0.6779 | 1 | |
| 0.64235 | 1 | |
| 0.6189 | 1 | |
| 0.61445 | 1 | |
| 0.60333 | 1 | |
| 0.60312 | 1 | |
| 0.59957 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | subject# | age | sex | test_time | motor_UPDRS | total_UPDRS | Jitter(%) | Jitter(Abs) | Jitter:RAP | Jitter:PPQ5 | Jitter:DDP | Shimmer | Shimmer(dB) | Shimmer:APQ3 | Shimmer:APQ5 | Shimmer:APQ11 | Shimmer:DDA | NHR | HNR | RPDE | DFA | PPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5055 | 37 | 56 | 1 | 175.82 | 37.66 | 48.53 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.22 | 0.01 | 0.02 | 0.02 | 0.04 | 0.04 | 21.67 | 0.49 | 0.60 | 0.18 |
| 1 | 1426 | 10 | 58 | 0 | 17.32 | 12.00 | 19.00 | 0.01 | 0.00 | 0.01 | 0.01 | 0.02 | 0.04 | 0.47 | 0.02 | 0.02 | 0.04 | 0.06 | 0.04 | 22.59 | 0.59 | 0.74 | 0.33 |
| 2 | 2145 | 16 | 65 | 0 | 89.47 | 8.01 | 18.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.34 | 0.02 | 0.02 | 0.03 | 0.06 | 0.03 | 17.42 | 0.67 | 0.68 | 0.31 |
| 3 | 3527 | 26 | 49 | 0 | 59.84 | 26.33 | 33.32 | 0.01 | 0.00 | 0.01 | 0.01 | 0.02 | 0.06 | 0.58 | 0.03 | 0.04 | 0.06 | 0.10 | 0.06 | 13.85 | 0.71 | 0.72 | 0.47 |
| 4 | 214 | 2 | 58 | 0 | 115.80 | 14.22 | 16.40 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.36 | 0.02 | 0.03 | 0.03 | 0.07 | 0.01 | 20.21 | 0.46 | 0.80 | 0.20 |
| 5 | 1614 | 11 | 55 | 0 | 14.52 | 17.89 | 20.18 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.13 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 27.69 | 0.45 | 0.58 | 0.08 |
| 6 | 5291 | 39 | 66 | 0 | 113.88 | 32.01 | 42.75 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.18 | 0.01 | 0.01 | 0.02 | 0.03 | 0.00 | 26.42 | 0.50 | 0.70 | 0.13 |
| 7 | 1717 | 12 | 62 | 0 | 98.36 | 15.00 | 21.19 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.24 | 0.01 | 0.02 | 0.03 | 0.04 | 0.02 | 20.94 | 0.54 | 0.56 | 0.17 |
| 8 | 2700 | 20 | 67 | 0 | 67.89 | 10.77 | 16.77 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.28 | 0.02 | 0.02 | 0.02 | 0.05 | 0.01 | 25.16 | 0.48 | 0.80 | 0.22 |
| 9 | 4513 | 33 | 66 | 1 | 44.37 | 24.54 | 28.93 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.33 | 0.02 | 0.02 | 0.03 | 0.06 | 0.02 | 21.21 | 0.50 | 0.53 | 0.21 |
Last rows
| df_index | subject# | age | sex | test_time | motor_UPDRS | total_UPDRS | Jitter(%) | Jitter(Abs) | Jitter:RAP | Jitter:PPQ5 | Jitter:DDP | Shimmer | Shimmer(dB) | Shimmer:APQ3 | Shimmer:APQ5 | Shimmer:APQ11 | Shimmer:DDA | NHR | HNR | RPDE | DFA | PPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4094 | 4426 | 33 | 66 | 1 | 58.41 | 25.03 | 29.54 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.05 | 0.42 | 0.03 | 0.03 | 0.03 | 0.08 | 0.05 | 16.35 | 0.62 | 0.58 | 0.30 |
| 4095 | 5340 | 39 | 66 | 0 | 119.39 | 32.25 | 42.94 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.12 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 27.77 | 0.45 | 0.60 | 0.07 |
| 4096 | 466 | 4 | 74 | 0 | 44.69 | 13.40 | 19.83 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.09 | 0.89 | 0.05 | 0.06 | 0.08 | 0.15 | 0.06 | 17.83 | 0.63 | 0.59 | 0.24 |
| 4097 | 5741 | 42 | 61 | 0 | 115.64 | 24.40 | 35.40 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.34 | 0.01 | 0.02 | 0.03 | 0.04 | 0.05 | 22.59 | 0.51 | 0.58 | 0.24 |
| 4098 | 3092 | 23 | 59 | 1 | 51.42 | 13.57 | 24.20 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.20 | 0.01 | 0.01 | 0.02 | 0.03 | 0.02 | 22.74 | 0.41 | 0.68 | 0.19 |
| 4099 | 3772 | 28 | 74 | 1 | 97.32 | 30.39 | 35.22 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.23 | 0.01 | 0.02 | 0.02 | 0.04 | 0.02 | 20.29 | 0.61 | 0.73 | 0.27 |
| 4100 | 5197 | 38 | 67 | 0 | 160.74 | 19.58 | 26.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.18 | 0.01 | 0.01 | 0.01 | 0.03 | 0.03 | 23.12 | 0.48 | 0.65 | 0.20 |
| 4101 | 5232 | 38 | 67 | 0 | 56.76 | 19.87 | 26.74 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.18 | 0.01 | 0.01 | 0.01 | 0.03 | 0.02 | 22.95 | 0.60 | 0.61 | 0.28 |
| 4102 | 5396 | 39 | 66 | 0 | 12.59 | 25.83 | 35.11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.21 | 0.01 | 0.01 | 0.02 | 0.03 | 0.01 | 24.88 | 0.48 | 0.58 | 0.18 |
| 4103 | 860 | 6 | 63 | 0 | 180.34 | 29.97 | 45.96 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.39 | 0.03 | 0.03 | 0.03 | 0.08 | 0.03 | 18.86 | 0.55 | 0.65 | 0.24 |